FAIRMIND DOCUMENTATION
COMPREHENSIVE DOCUMENTATION WITH DETAILED GUIDES, API REFERENCE, AND TUTORIALS FOR BUILDING TRUSTWORTHY AI SYSTEMS.
GETTING STARTED
APP DASHBOARD
ACCESS THE MAIN FAIRMIND DASHBOARD TO MONITOR YOUR AI SYSTEMS, VIEW BIAS DETECTION RESULTS, AND MANAGE MODEL PROVENANCE.
QUICK START GUIDE
GET UP AND RUNNING WITH FAIRMIND IN MINUTES. LEARN THE BASICS OF BIAS DETECTION AND MODEL GOVERNANCE.
USER GUIDES
BIAS DETECTION
LEARN HOW TO DETECT AND ANALYZE BIAS IN YOUR AI MODELS USING STATISTICAL METHODS AND CUSTOM RULES.
READ GUIDE →MONITORING & ANALYTICS
SET UP REAL-TIME MONITORING, AUTOMATED ALERTS, AND PERFORMANCE TRACKING DASHBOARDS.
READ GUIDE →EXPLAINABILITY
GENERATE TRANSPARENT EXPLANATIONS USING SHAP, DALEX, AND LIME FOR MODEL INTERPRETABILITY.
READ GUIDE →API REFERENCE
REST API
COMPLETE API DOCUMENTATION WITH EXAMPLES, AUTHENTICATION, AND ERROR HANDLING.
BIAS DETECTION
- • POST /BIAS/ANALYZE-REAL
- • GET /BIAS/DATASETS/AVAILABLE
- • GET /BIAS/DATASET-INFO/{NAME}
MODEL PROVENANCE
- • POST /PROVENANCE/MODEL
- • GET /PROVENANCE/MODELS
- • GET /PROVENANCE/VERIFY/{ID}
MONITORING
- • GET /MONITORING/METRICS
- • POST /MONITORING/ALERTS
- • GET /MONITORING/DASHBOARD
DEVELOPER DOCUMENTATION
ARCHITECTURE
UNDERSTAND THE SYSTEM ARCHITECTURE, DATA FLOW, AND COMPONENT INTERACTIONS.
READ ARCHITECTURE GUIDE →
CONTRIBUTING
LEARN HOW TO CONTRIBUTE TO THE FAIRMIND PLATFORM AND DEVELOPMENT GUIDELINES.
VIEW CONTRIBUTING GUIDE →TUTORIALS
BUILDING YOUR FIRST BIAS DETECTION PIPELINE
STEP-BY-STEP TUTORIAL ON CREATING A COMPLETE BIAS DETECTION WORKFLOW FOR A MACHINE LEARNING MODEL.
SETTING UP REAL-TIME MONITORING
CONFIGURE REAL-TIME MONITORING DASHBOARDS AND AUTOMATED ALERTS FOR YOUR AI MODELS.
READY TO BUILD RESPONSIBLE AI?
START BUILDING FAIR, TRANSPARENT, AND COMPLIANT AI SYSTEMS WITH FAIRMIND TODAY.